Antonio Maria Sudoso | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Fix and bound: an efficient approach for solving large-scale quadratic programming problems with box constraints	MATHEMATICAL PROGRAMMING COMPUTATION	2024
Optimization meets machine learning: an exact algorithm for semi-supervised support vector machines	MATHEMATICAL PROGRAMMING	2024
A Semidefinite Programming-Based Branch-and-Cut Algorithm for Biclustering	INFORMS JOURNAL ON COMPUTING	2024
Global optimization for cardinality-constrained minimum sum-of-squares clustering via semidefinite programming	MATHEMATICAL PROGRAMMING	2023
Mixed-Integer Nonlinear Programming for State-based Non-Intrusive Load Monitoring	IEEE TRANSACTIONS ON SMART GRID	2022
{SOS}-{SDP}: An Exact Solver for Minimum Sum-of-Squares Clustering	INFORMS JOURNAL ON COMPUTING	2022
An exact algorithm for semi-supervised minimum sum-of-squares clustering	COMPUTERS & OPERATIONS RESEARCH	2022
A machine learning approach for forecasting hierarchical time series	EXPERT SYSTEMS WITH APPLICATIONS	2021
Improving non-intrusive load disaggregation through an attention-based deep neural network	ENERGIES	2021